Teburin Abubuwan Ciki[Boye][Nuna]
Ɗaya daga cikin sabbin kalmomin buzzwords waɗanda da alama ana amfani da su akai-akai shine koyo swarm.
Wannan furucin ya bayyana yana ƙara karuwa "a can," tare da basirar wucin gadi da koyan inji.
Duk da haka, da gaske ne?
Koyon Swarm yana ɗaukar sunansa daga hanyar da dabbobi da ƙwari ke haɗa kai don cimma manufa ɗaya.
Yi la'akari da yanayin ƙudan zuma don ƙirƙirar amya, samuwar ƙwallo da ƙananan kifi don tsoratar da manyan kifin maharbi, ƙungiyar farauta na wolf, ko motsin tsuntsaye a cikin jirgin.
Dabbobi da ƙwarin da ke haɗuwa tare suna haɗa albarkatun su kuma suna ba da haɗin kai don cimma manufa ɗaya.
A wasu lokatai, haɗin gwiwar yana haɓaka haɓakar basirar ƙungiyar har ta kai ga aikin ƙungiyar ya zarce na daidaikun membobinta. Kalmomin kimiyya don irin wannan ɗabi'a sun haɗa da "haɗin kai, ijma'i, ko swarm hankali."
An kirkiro wani dandali mai suna Swarm AI ta hanyar amfani da irin wannan hanyar ta Haɗin kai AI. Wannan labarin zai bincika sosai swarm wucin gadi hankali, gami da yadda yake aiki, aikace-aikace don swarm koyo, da ƙari mai yawa.
Da farko, za mu fara da gabatarwar dandali da ayyukansa, daga baya kuma za mu nutse cikin fasaha.
Mene ne Swarm AI?
Dandalin basirar ɗan adam na farko (AI) a cikin duniya, Swarm, yana haɓaka kaifin basirar ƙungiyoyin kasuwanci na cibiyar sadarwa, yana ba da damar ingantattun hasashe, tsinkaya, zaɓi, da fahimta.
Haɗin kai AI ya ƙirƙiri dandamali, wanda shine misali na musamman na rarraba AI da ƙungiyoyin ɗan adam suna haɗin gwiwa akan aiki a cikin ainihin lokaci. Swarm yana ɗaukar alamunsa daga halayen haɗin kai na tsarin halitta kamar amya na ƙudan zuma da garken tsuntsaye.
Ƙungiya na mutane da ke zaɓar tsakanin adadin da aka ƙayyade na madadin suna sadarwa ta hanyar sarrafawa ta hanyar godiya ga swarming algorithms na hankali.
Dandalin intanet yana iya isa ga kowa daga ko'ina. Maimakon batutuwa, suna jayayya, an horar da algorithms akan bayanai game da halayen halayen ƙungiyoyi.
A cikin tsarin rufaffiyar tsarin da mutane ke hulɗa tare da wakilan AI, duka na'ura da mutane za su iya ba da amsa dangane da yadda wasu ke nuna canji ko kiyaye abubuwan da suke so.
Hanyoyin hulɗar masu shiga ana amfani da su ta hanyar ƙirar hanyar sadarwa ta jijiyar da aka gina ta amfani da ilmantarwa na inji a mataki na biyu don samar da fihirisar hukunci. Wannan ma'auni yana auna yadda ƙarfin ƙungiyar ke cikin sakamakon.
Ta yaya Swarm ke aiki?
Komai yana farawa da tsuntsaye da ƙudan zuma. kuma kifi. kuma tururuwa. Yana cikin ɗimbin nau'ikan nau'ikan nau'ikan nau'ikan nau'ikan nau'ikan nau'ikan nau'ikan nau'ikan nau'ikan nau'ikan nau'ikan nau'ikan nau'ikan nau'ikan da ke tsara kansu zuwa garke, makarantu, ƙorafe-ƙorafe, ƴan mamaya, da gungun jama'a don haɓaka hazakarsu.
Yanayin yana nuna cewa kwayoyin halitta zasu iya zarce mafi yawan mambobi yayin aiki tare a matsayin tsarin haɗin kai don magance batutuwa da yanke shawara a cikin nau'i mai yawa.
Wannan al'amari, wanda masana kimiyya suka kira "hankali mai yawa," shaida ce cewa da gaske kwakwalwa da yawa sun fi ɗaya.
Ba mu da ƙaƙƙarfan alaƙar da wasu nau'ikan ke amfani da su don ƙirƙirar madaukai masu ma'ana a tsakanin daidaikun mutane, wanda shine dalilin da ya sa a zahiri mutane ba su sami ƙarfin haɓaka hankali ba.
Kifi suna iya jin tashin hankali a cikin ruwa a kusa. Kudan zuma na yin amfani da saurin girgiza. Tsuntsaye na iya jin motsi yana yaduwa cikin garke.
Koyaya, fasahar sadarwar sadarwa mai saurin gaske a yau tana ba mu damar haɗin kai da juna daga ko'ina a duniya. Muna buƙatar ingantacciyar fasaha kawai don musanya waɗannan hanyoyin sadarwa zuwa cibiyoyin sadarwa na lokaci-lokaci tare da rufaffiyar amsa tsakanin mahalarta.
Fasahar Swarm AI ta cika wannan gibin. Yana ba da musaya da kuma algorithms AI da ake buƙata don “swarms na ɗan adam” don tattara kan layi tare da haɗa iliminsu, basirarsu, da fahimtarsu tare da na sauran ƙungiyoyi don samar da duk abin da ke tattare da bayanan gaggawa.
An gano swarms na lokaci-lokaci don haɓaka hankali sosai a cikin ayyuka daban-daban, gami da hasashen yanayin kuɗi da wasanni, canva.
cdscdms cmds v, mds vm, dsm, cm, ds c, mds cm, ds vwrngre ig fj ewi jt43itiiy 5j4iojeroijas tare da kimanta nasarar tallace-tallace da tirela na fim.
Features
- Swarm Insight, wanda ke yin amfani da fasahar Swarm AI, ba wai kawai yana samar da ingantaccen mabukaci ba tantance tunani fiye da duk wani abu da ake iya samu a baya, amma kuma yana da sauri da bayyanawa fiye da duk wani abu da ake da shi, har ma da ayyukan bincike masu rikitarwa.
- Swarm Insight shine cikakken bayani na sabis wanda ke ba da ingantaccen bayanan kasuwa na AI cikin sauri kuma tare da binciken da ya fi dacewa fiye da waɗanda suka fito daga hanyoyin na yau da kullun kamar safiyo, ƙungiyoyin mayar da hankali, ko tambayoyi.
- Muna ba da cikakken nazarin ɗabi'a, ɗaukar ɗan takara, sabis na daidaita zaman, da taimakon dabarun ƙwararru tare da Swarm Insight. Duka yana kunshe.
Yanzu lokaci ya yi da za a kalli Swarm Intelligence.
Swarm Intelligence
Tsare-tsare, tsarin kai (ko na halitta ko na wucin gadi) waɗanda zasu iya tafiya cikin sauri da haɗin kai suna baje kolin hankali, wanda shine halayensu na gamayya.
Kowane nau'in halitta yana da nau'in kansa na wannan rufaffiyar madauki, halayen haɗin gwiwa. Kudan zuma suna amfani da rawar jiki, kifaye suna jin rawar jiki a cikin ruwa, tururuwa suna amfani da pheromones don jagorantar juna zuwa tushen abinci, tsuntsaye suna iya jin motsi yana yaduwa a cikin garkunansu, kudan zuma kuma suna amfani da pheromones.
Ilimin da masana kimiyya suka samu game da yanayi ana amfani da su don haɓaka algorithms.
Lokacin da aka yi amfani da ra'ayin swarm hankali a cikin basirar wucin gadi (AI), musamman a cikin kayan aikin mutum-mutumi, ana inganta haɗin kai ta hanyar tsarin lissafi wanda yawanci ya ƙunshi rukuni na wakilai (kwaikwaiyon kwamfuta wanda ke kwaikwayon halayen tsuntsaye) waɗanda ke yin haɗin gwiwa a cikin gida tare da ɗaya. wani kuma a cikin kewayen su yayin da suke bin tsarin ƙa'idodin algorithmic.
Amfani da ilimin swarm
Koyon Swarm yana ƙara samun karɓuwa sakamakon rikitarwar ƙirar AI na yanzu. Wannan gaskiya ne musamman ga sassan da ke samar da ɗimbin bayanai, kamar masana'antu, dabaru, sabis na kuɗi, bincike na kiwon lafiya da likita, da sabis na kuɗi.
Don haɓaka daidaiton ƙira da inganci, samar da sabbin fahimta, da haɓaka ingantaccen yanke shawara a waɗannan sassan, ƙarfin shiga cikin sauri da bincika ɗimbin bayanai yana da mahimmanci.
Koyaya, a baya, raba bayanai tsakanin wuraren da aka tarwatsa na kasance da wahala akai-akai, idan ba zai yiwu ba, saboda tsauraran dokokin kariyar bayanai da ƙuntatawa. Koyon taro na iya zama da amfani a wannan yanayin.
Koyon Swarm yana maye gurbin hanyoyin gargajiya da sauri don nazarin ɗimbin bayanai saboda yana amfani da fasahar blockchain don kiyaye sirrin bayanai da haɓaka ingantaccen haɗin gwiwa.
Kasuwanci da kungiyoyi na iya samar da samfuran AI nasu mafi kyau da ƙarin bayanai ta hanyar ba da damar yin nazarin bayanan da aka raba a wurare masu gefe, haɓaka daidaito da dogaro da sakamako. Wannan yana ba da lokaci kuma yana sa yanke shawara da sauri, wanda ke haifar da sakamako mai kyau.
Kammalawa
A ƙarshe, daga bincikar yanayin kiwon lafiya zuwa tsinkayar sakamakon zaɓen siyasa, dandalin Swarm ya inganta daidaitattun hukunce-hukuncen gamayya a cikin ayyuka da yawa.
A matsayin misali, daidaiton ganewar asali na ƙaramin ƙungiyar masu aikin rediyo na cibiyar sadarwa da ke aiki a matsayin tsarin leƙen asiri na lokaci-lokaci ya rage kurakurai da 22% da 33%, bi da bi, idan aka kwatanta da hanyar AI-kawai.
Haɗin kai AI yana tabbatar da cewa tsarin Swarm AI yana jagorantar ƙungiyar zuwa ga mafi kyawun yanke shawara na yarjejeniya, haɓaka matakan gamsuwa na rukuni a cikin tsari.
An yi amfani da Swarm AI wajen yanke shawara har zuwa Janairu 2020 a cikin mahallin ilimi da kasuwanci, amma binciken yana da alƙawarin aikace-aikacen sassan jama'a kamar ba da fifiko ga manufofin jama'a.
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